Skip to content

chagri/tensorflow-examples

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

15 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

tensorflow-examples

A set of examples using tensorflow for machine learning classification

Regression

Left Footprint Length and Height in Indian Adult Male Tamils

Dataset originally taken from here. Full dataset available here.

To run, cd into india_foot_height and run python india_foot_height.py. It'll print out the value of the cost function on each iteration of training and in the end plot the fit function on the dataset.

Classification

Iris Flower

Description of the dataset available here, and the actual dataset is available here.

To run, cd into iris-flower and run python iris-flower.py. It'll split the total dataset into training and test sets, train a neural network and then plot the value cost function over time.

Visual Learning

COIL-20

A convolutional neural network for image classification, using a subset of the COIL-20 image dataset.

This is only using three classes from the COIL-20 dataset.

About

A set of examples using tensorflow for machine learning classification

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages

  • Python 100.0%